The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 03, 2023
Filed:
Feb. 12, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventor:
Hiroshi Inoue, Tokyo, JP;
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06N 3/08 (2006.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06V 10/751 (2022.01);
Abstract
Methods and systems for performing machine learning include selecting first and second training data from one or more training sets in one or more databases. Mixed training data is formed by subtracting a value of each data element in the second training data from a value of a corresponding data element in the first training data. A machine learning process is trained using the mixed training to augment data used by the machine learning process.
Inoue, Hiroshi. (2023). Data augmentation for image classification tasks (U.S. Patent No. 11544500). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11544500
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile